We use Selective search[1]} to generate original region proposal and build our proposed network on VGG16[2]} pre-trained on ImageNet[3]}. We add the CADM module to the back layer of pooling3. The last max-pooling layer is replaced by ROI pooling and the last FC layer and softmax loss layer are replaced by the layer described in Section 3.3. We insert the global context module in front of the ROI layer.
